Stars
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
⛔️ DEPRECATED – See https://github.com/ageron/handson-ml3 or handson-mlp instead.
A game theoretic approach to explain the output of any machine learning model.
Dopamine is a research framework for fast prototyping of reinforcement learning algorithms.
TensorFlow Tutorials with YouTube Videos
Fast and flexible AutoML with learning guarantees.
DeepFashion2 Dataset https://arxiv.org/pdf/1901.07973.pdf
Apache Hamilton helps data scientists and engineers define testable, modular, self-documenting dataflows, that encode lineage/tracing and metadata. Runs and scales everywhere python does.
Public repo for DeepLearning.AI MLEP Specialization
Distributed deep learning on Hadoop and Spark clusters.
Python Helper library for Jupyter Notebooks
Serverless Machine Learning Course for building AI-enabled Prediction Services from models and features
Educational materials on deep learning by Weights & Biases
👕 Open-source course on architecting, building and deploying a real-time personalized recommender for H&M fashion articles.
Tutorials for the Hopsworks Platform
A project to deploy an online app that predicts the win probability for each NBA game every day. Demonstrates end-to-end Machine Learning deployment.
A step-by-step tutorial on developing a practical recommendation system (retrieval and ranking) using TensorFlow Recommenders and Keras.
Machine Learning Engineering with Python
Parquet-based ML data format optimized for working with unstructured data
Examples for Deep Learning/Feature Store/Spark/Flink/Hive/Kafka jobs and Jupyter notebooks on Hops
Hourly Electricity Demand Prediction Service
A JupyterLab extension providing, SQL formatter, auto-completion, syntax highlighting, Spark SQL and Trino
O'Reilly book - Building Machine Learning Systems with a feature store: batch, real-time, and LLMs
An analysis of cycling counts in Auckland in relation to the weather
🐍 Material for PyData Global 2021 Presentation: Effective Testing for Machine Learning Projects
🥈 Silver Medal Solution to Kaggle H&M Personalized Fashion Recommendations
Project bike sharing predictor
[ARCHIVED] Moved to github.com/NVIDIA/spark-xgboost-examples
Wave height prediction for the Huntington beach in California, USA.